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Wu JY, Tang M, Touponse G, Theologitis M, Williamson T, Zygourakis CC. Socioeconomic disparities in lumbar fusion rates were exacerbated during the COVID-19 pandemic. NORTH AMERICAN SPINE SOCIETY JOURNAL 2024; 18:100321. [PMID: 38741936 PMCID: PMC11089397 DOI: 10.1016/j.xnsj.2024.100321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 04/03/2024] [Accepted: 04/04/2024] [Indexed: 05/16/2024]
Abstract
Background The COVID-19 pandemic disrupted healthcare access and utilization throughout the US, with variable impact on patients of different socioeconomic status (SES) and race. We characterize pre-pandemic and pandemic demographic and SES trends of lumbar fusion patients in the US. Methods Adults undergoing first-time lumbar fusion 1/1/2004-3/31/2021 were assessed in Clinformatics® Data Mart for patient age, geographical location, gender, race, education level, net worth, and Charlson Comorbidity Index (CCI). Multivariable regression models were used to evaluate the significance of trends over time, with a focus on pandemic trends 2020-2021 versus previous trends 2004-2019. Results The total 217,204 patients underwent lumbar fusions, 1/1/2004-3/31/2021. The numbers and per capita rates of lumbar fusions increased 2004-2019 and decreased in 2020 (first year of COVID-19 pandemic), with large variation in geographic distribution. There was overall a significant decrease in proportion of White patients undergoing lumbar fusion over time (OR=0.997, p<.001), though they were more likely to undergo surgery during the pandemic (OR=1.016, p<.001). From 2004-2021, patients were more likely to be educated beyond high school. Additionally, patients in the highest (>$500k) and lowest (<$25k) net worth categories had significantly more fusions over time (p<.001). During the pandemic (2020-2021), patients in higher net worth groups were more likely to undergo lumbar fusions ($150k-249k & $250k-499k: p<.001) whereas patients in the lowest net worth group had decreased rate of surgeries (p<.001). Lastly, patients' CCI increased significantly from 2004 to 2021 (coefficient=0.124, p<.001), and this trend held true during the pandemic (coefficient=0.179, p<.001). Conclusions To the best of our knowledge, our work represents the most comprehensive and recent characterization of SES variables in lumbar fusion rates. Unsurprisingly, lumbar fusions decreased overall with the onset of the COVID-19 pandemic. Importantly, disparities in fusion patients across patient race and wealth widened during the pandemic, reversing years of progress, a lesson we can learn for future public health emergencies.
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Affiliation(s)
- Janet Y. Wu
- School of Medicine, Stanford University Medical Center, 291 Campus Drive, Stanford, CA 94305, United States
| | - Megan Tang
- Icahn School of Medicine at Mount Sinai, 1 Gustave L Levy Pl, New York, NY 10029, United States
| | - Gavin Touponse
- School of Medicine, Stanford University Medical Center, 291 Campus Drive, Stanford, CA 94305, United States
| | - Marinos Theologitis
- School of Medicine, University of Crete, Voutes Campus, P.O. Box 2208, 71003 Heraklion, Crete, Greece
| | - Theresa Williamson
- Massachusetts General Hospital, 55 Fruit St, Boston, MA 02114, United States
| | - Corinna C. Zygourakis
- Department of Neurosurgery, Stanford University Medical Center, 453 Quarry Road Palo Alto, CA 94304, United States
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Bakillah E, Brown D, Syvyk S, Wirtalla C, Kelz RR. Barriers and facilitators to surgical access in underinsured and immigrant populations. Am J Surg 2023; 226:176-185. [PMID: 37156680 DOI: 10.1016/j.amjsurg.2023.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 03/10/2023] [Accepted: 04/08/2023] [Indexed: 05/10/2023]
Abstract
BACKGROUND Marginalized communities are at risk of receiving inequitable access to surgical care. We aimed to examine the barriers and facilitators to access to surgery in underinsured and immigrant populations. METHODS A systematic review of disparities in access to surgical care was performed between January 1, 2000-March 2, 2022. Methodological quality was assessed with the Mixed Methods Appraisal Tool. A convergent integrated approach was used to code common themes between studies. RESULTS Of 1315 publications, a total of 66 studies were included for systematic review. Eight studies specifically discussed immigrant patient populations. Barriers and facilitators to surgical access were categorized by patient and health systems related factors. CONCLUSIONS Established facilitators to improve surgical access are centered on patient-level factors while interventions to address systems-related barriers are limited and may be an area for further investigation. Research focused on access to surgery in immigrant populations remains sparse.
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Affiliation(s)
- Emna Bakillah
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA; Center for Surgery and Health Economics, Department of Surgery, Philadelphia, PA, USA; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA.
| | - Danielle Brown
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA; Center for Surgery and Health Economics, Department of Surgery, Philadelphia, PA, USA
| | - Solomiya Syvyk
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA; Center for Surgery and Health Economics, Department of Surgery, Philadelphia, PA, USA
| | - Christopher Wirtalla
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA; Center for Surgery and Health Economics, Department of Surgery, Philadelphia, PA, USA
| | - Rachel R Kelz
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA; Center for Surgery and Health Economics, Department of Surgery, Philadelphia, PA, USA; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA
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Wang DP, Hu HS, Zheng XZ, Lei XL, Guo HH, Liao WQ, Wang J. Risk Factors for Thirty-Day Readmission Following Lumbar Surgery: A Meta-Analysis. World Neurosurg 2023; 172:e467-e475. [PMID: 36682531 DOI: 10.1016/j.wneu.2023.01.051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 01/13/2023] [Accepted: 01/14/2023] [Indexed: 01/21/2023]
Abstract
OBJECTIVE Thirty-day readmission is one of the common complications after lumbar surgery. More 30-day readmission increases the total hospitalization, economic burden, and physical pain of patients, delays the progress of postoperative rehabilitation, and even lead to die. Therefore, it is necessary to analyze the risk factors of 30-day readmission following lumbar surgery. METHODS We searched for all the clinical trials published from the establishment of the database to May 1, 2022 through the Cochrane Library, Web of Science, Embase, and PubMed. Data including age, American Society of Anesthesiology physical status class, preoperative hematocrit (Hct), diabetes mellitus (DM), current smoker, chronic obstructive pulmonary disease (COPD), length of hospital stay (LHS), operation time, and surgical site infection (SSI) were extracted. We used Review Manager 5.4 for data analysis. RESULTS Six studies with 30,989 participants were eligible for this meta-analysis. The analysis revealed that there were statistically significant differences in the age (95% confidence interval [CI]: -3.35-2.90, P < 0.001), preoperative Hct (95% CI: 0.75-1.33, P < 0.001), DM (95% CI: 0.56-0.74, P < 0.001), COPD (95% CI: 0.38-0.58, P < 0.001), operation time (95% CI: -35.54-16.18, P < 0.001), LHS (95% CI: -0.54-0.50, P < 0.001), and SSI (95% CI: 0.02-0.03, P < 0.001) between no readmission and readmission groups. In terms of the American Society of Anesthesiology physical status class and current smoker, there was no significant effect on the 30-day readmission (P = 0.16 and P = 0.35 respectively). CONCLUSIONS Age, preoperative Hct, DM, COPD, operation time, LHS, and SSI are the danger factors of 30-day readmission following lumbar surgery.
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Affiliation(s)
- Dong Ping Wang
- Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Hao Shi Hu
- Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Xin Ze Zheng
- Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Xiao Ling Lei
- Department of Physical Medicine and Rehabilitation, Hubei Provincial Hospital of Integrated Chinese and Western Medicine, Wuhan, Hubei, China
| | - Hao Hua Guo
- Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Wen Qing Liao
- Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Jian Wang
- Department of Orthopedics, The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou, Guangdong, China.
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Badin D, Ortiz-Babilonia C, Musharbash FN, Jain A. Disparities in Elective Spine Surgery for Medicaid Beneficiaries: A Systematic Review. Global Spine J 2023; 13:534-546. [PMID: 35658589 PMCID: PMC9972279 DOI: 10.1177/21925682221103530] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
STUDY DESIGN Systematic review. OBJECTIVES We sought to synthesize the literature investigating the disparities that Medicaid patients sustain with regards to 2 types of elective spine surgery, lumbar fusion (LF) and anterior cervical discectomy and fusion (ACDF). METHODS Our review was constructed in accordance with Preferred Reporting Items and Meta-analyses (PRISMA) guidelines and protocol. We systematically searched PubMed, Embase, Scopus, CINAHL, and Web of Science databases. We included studies comparing Medicaid beneficiaries to other payer categories with regards to rates of LF and ACDF, costs/reimbursement, and health outcomes. RESULTS A total of 573 articles were assessed. Twenty-five articles were included in the analysis. We found that the literature is consistent with regards to Medicaid disparities. Medicaid was strongly associated with decreased access to LF and ACDF, lower reimbursement rates, and worse health outcomes (such as higher rates of readmission and emergency department utilization) compared to other insurance categories. CONCLUSIONS In adult patients undergoing elective spine surgery, Medicaid insurance is associated with wide disparities with regards to access to care and health outcomes. Efforts should focus on identifying causes and interventions for such disparities in this vulnerable population.
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Affiliation(s)
- Daniel Badin
- Department of Orthopaedic Surgery, Johns Hopkins
University, Baltimore, MD, USA
| | | | - Farah N. Musharbash
- Department of Orthopaedic Surgery, Johns Hopkins
University, Baltimore, MD, USA
| | - Amit Jain
- Department of Orthopaedic Surgery, Johns Hopkins
University, Baltimore, MD, USA,Amit Jain, MD, Department of Orthopaedic
Surgery, Johns Hopkins University, 601 N Caroline St, JHOC 5230 Baltimore, MD
21287, USA.
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Kim S, Ryoo JS, Ostrov PB, Reddy AK, Behbahani M, Mehta AI. Disparities in Rates of Fusions in Lumbar Disc Pathologies. Global Spine J 2022; 12:278-288. [PMID: 32935583 PMCID: PMC8907631 DOI: 10.1177/2192568220951137] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE To identify disparities in surgical decision making for lumbar disc pathologies based on patient demographics, hospital characteristics, and temporal characteristics of admission. METHODS A retrospective analysis of patients admitted for surgical intervention of disc herniation or degeneration was performed to observe the effect of demographic, hospital, and admission-related factors on the decision to perform an isolated decompression or decompression with single level fusion using the National Inpatient Sample. RESULTS Of 84 953 patients with lumbar disc pathologies, 69 975 patients were treated electively, and 14 978 patients were treated nonelectively. Hispanic and Asian/Pacific Islander patients were less likely to receive a fusion for elective cases compared with White patients (odds ratio [OR] 0.88, P = .004; OR 0.70, P < .001, respectively). In elective cases, privately insured and self-paying patients were less likely to receive a fusion compared with Medicare patients (OR 0.83, P < .001; OR 0.66, P < .001, respectively), while this effect was limited to self-pay patients in nonelective cases (OR 0.44, P < .001). Urban teaching and nonteaching hospitals were less likely to perform fusions compared with rural hospitals in nonelective cases (OR 0.47, P < .001; OR 0.58, P < .001, respectively). Private for-profit hospitals were associated with higher rates of fusion in both elective and nonelective cases (OR 1.16, P = .003; OR 1.94, P < .001). CONCLUSION This study illustrates disparities in the modality of surgical intervention for lumbar disc pathologies in terms of demographics, hospital characteristics, and temporal characteristics of admission. The development of more evidence-based guidelines is warranted to reduce variability seen in treatment regimens for these conditions.
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Affiliation(s)
- Soobin Kim
- University of Illinois at Chicago, Chicago, IL, USA
| | | | | | | | | | - Ankit I. Mehta
- University of Illinois at Chicago, Chicago, IL, USA,Ankit I. Mehta, Department of Neurosurgery, University of Illinois at Chicago, 912 South Wood Street, 451-N, Chicago, IL 60612, USA.
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Benoist M. The Michel Benoist and Robert Mulholland yearly European Spine Journal Review : A survey of the "medical" articles in the European Spine Journal, 2017. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2018; 27:19-27. [PMID: 29270702 DOI: 10.1007/s00586-017-5422-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2017] [Accepted: 12/09/2017] [Indexed: 06/07/2023]
Affiliation(s)
- Michel Benoist
- Département de Rhumatologie, Service de Chirurgie Orthopédique, Hôpital Beaujon, 100 Boulevard Général Leclerc, 92118, Clichy, France.
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Elsamadicy AA, Farber SH, Yang S, Hussaini SMQ, Murphy KR, Sergesketter A, Suryadevara CM, Pagadala P, Parente B, Xie J, Lad SP. Impact of Insurance Provider on Overall Costs in Failed Back Surgery Syndrome: A Cost Study of 122,827 Patients. Neuromodulation 2017; 20:354-360. [PMID: 28322477 DOI: 10.1111/ner.12584] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2016] [Revised: 12/05/2016] [Accepted: 01/03/2017] [Indexed: 12/17/2022]
Abstract
OBJECTIVES Failed back surgery syndrome (FBSS) affects 40% of patients following spine surgery with estimated costs of $20 billion to the US health care system. The aim of this study was to assess the cost differences across the different insurance providers for FBSS patients. METHODS A retrospective longitudinal study was performed using the Truven MarketScan® database to identify FBSS patients from 2001 to 2012. Patients were grouped into Commercial, Medicaid, or Medicare cohorts. We collected one-year prior to FBSS diagnosis (baseline), then at year of spinal cord stimulation (SCS)-implantation and nine-year post-SCS implantation cost outcomes. RESULTS We identified 122,827 FBSS patients, with 117,499 patients who did not undergo an SCS-implantation (Commercial: n = 49,075, Medicaid: n = 23,180, Medicare: n = 45,244) and 5328 who did undergo an SCS implantation (Commercial: n = 2279, Medicaid: n = 1003, Medicare: n = 2046). Baseline characteristics were similar between the cohorts, with the Medicare-cohort being significantly older. Over the study period, there were significant differences in overall cost metrics between the cohorts who did not undergo SCS implantation with the Medicaid-cohort had the lowest annual median (interquartile range) total cost (Medicaid: $4530.4 [$1440.6, $11,973.5], Medicare: $7292.0 [$3371.4, $13,989.4], Commercial: $4944.3 [$363.8, $13,294.0], p < 0.0001). However, when comparing the patients who underwent SCS implantation, the commercial-cohort had the lowest annual median (interquartile range) total costs (Medicaid: $4045.6 [$1146.9, $11,533.9], Medicare: $7158.1 [$3160.4, $13,916.6], Commercial: $2098.1 [$0.0, $8919.6], p < 0.0001). CONCLUSIONS Our study demonstrates a significant difference in overall costs between various insurance providers in the management of FBSS, with Medicaid-insured patients having lower overall costs compared to Commercial- and Medicare-patients. SCS is cost-effective across all insurance groups (Commercial > Medicaid > Medicare) beginning at two years and continuing through nine-year follow-up. Further studies are necessary to understand the cost differences between these insurance providers, in hopes of reducing unnecessary health care expenditures for patients with FBSS.
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Affiliation(s)
| | | | - Siyun Yang
- Department of Biostatistics, Duke University Medical Center, Durham, NC, USA
| | | | - Kelly R Murphy
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | | | | | - Promila Pagadala
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Beth Parente
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Jichun Xie
- Department of Biostatistics, Duke University Medical Center, Durham, NC, USA
| | - Shivanand P Lad
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
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